Tabular Classification
Scikit-learn
English
lightgbm
biology
chemistry
drug-discovery
pharmacology
toxicology
cytotoxicity
promiscuity
selectivity
safety
polypharmacology
logistic-regression
gradient-boosting
shap
rdkit
molecular-fingerprints
morgan-fingerprints
cubic-regression
binary-classification
statsmodels
research
Eval Results (legacy)
| { | |
| "7TM": { | |
| "threshold_50": 62.562814070351756, | |
| "log_likelihood": -333.0559357353342, | |
| "aic": 674.1118714706683 | |
| }, | |
| "NR": { | |
| "threshold_50": 31.356783919597987, | |
| "log_likelihood": -479.40562390454363, | |
| "aic": 966.8112478090873 | |
| }, | |
| "Kinase": { | |
| "threshold_50": 25.115577889447238, | |
| "log_likelihood": -474.20455775586424, | |
| "aic": 956.4091155117285 | |
| } | |
| } |